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TitleStatusHype
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment—0
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts—0
Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation—0
Do We Talk to Robots Like Therapists, and Do They Respond Accordingly? Language Alignment in AI Emotional Support—0
Mechanistic Decomposition of Sentence Representations—0
Rethinking the Understanding Ability across LLMs through Mutual Information—0
LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based MethodsCode0
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time SteeringCode0
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation—0
Sentence Embeddings as an intermediate target in end-to-end summarisationCode0
JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence EmbeddingsCode0
Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval—0
Information Leakage of Sentence Embeddings via Generative Embedding Inversion AttacksCode0
Leveraging Language Models for Automated Patient Record Linkage—0
A Framework for Lightweight Responsible Prompting Recommendation—0
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAP—0
A Retrieval-Based Approach to Medical Procedure Matching in Romanian—0
SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings—0
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement—0
Text Compression for Efficient Language Generation—0
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language ModelsCode2
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence GenerationCode0
SINdex: Semantic INconsistency Index for Hallucination Detection in LLMs—0
Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic SimilarityCode0
Complex Ontology Matching with Large Language Model Embeddings—0
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language ModelsCode1
Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks—0
2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings—0
AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human FeedbackCode0
FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression—0
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems—0
Enhancing Plagiarism Detection in Marathi with a Weighted Ensemble of TF-IDF and BERT Embeddings for Low-Resource Language ProcessingCode0
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT—0
An Incremental Clustering Baseline for Event Detection on TwitterCode0
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs—0
GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse DictionaryCode0
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence EmbeddingsCode0
DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings—0
HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives—0
GASE: Generatively Augmented Sentence Encoding—0
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow ExtractionCode1
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence EmbeddingsCode0
Parallel Corpus Augmentation using Masked Language Models—0
Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality ConstraintCode0
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text RankingCode0
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning—0
Exploring syntactic information in sentence embeddings through multilingual subject-verb agreement—0
Exploring Italian sentence embeddings properties through multi-tasking—0
Extracting Sentence Embeddings from Pretrained Transformer Models—0
Sign Language Translation with Sentence Embedding SupervisionCode0
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